Brain-inspired Intelligent Robotics: Theoretical Analysis and Systematic Application
Hong Qiao2,3,4
刊名Machine Intelligence Research
2023
卷号20期号:1页码:1-18
关键词Brain-inspired intelligent robot software and hardware decision making muscle control cognitive intelligence
ISSN号2731-538X
DOI10.1007/s11633-022-1390-8
英文摘要Traditional joint-link robots have been widely used in production lines because of their high precision for single tasks. With the development of the manufacturing and service industries, the requirement for the comprehensive performance of robotics is growing. Numerous types of bio-inspired robotics have been investigated to realize human-like motion control and manipulation. A study route from inner mechanisms to external structures is proposed to imitate humans and animals better. With this idea, a brain-inspired intelligent robotic system is constructed that contains visual cognition, decision-making, motion control, and musculoskeletal structures. This paper reviews cutting-edge research in brain-inspired visual cognition, decision-making, motion control, and musculoskeletal systems. Two software systems and a corresponding hardware system are established, aiming at the verification and applications of next-generation brain-inspired musculoskeletal robots.
内容类型期刊论文
源URL[http://ir.ia.ac.cn/handle/173211/50897]  
专题自动化研究所_学术期刊_International Journal of Automation and Computing
作者单位1.School of Mechanical Engineering, University of Science and Technology Beijing, Beijing 100083, China
2.Chinese Academy of Science Center for Excellence in Brain Science and Intelligence Technology, Shanghai 200031, China
3.School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing 100049, China
4.The State Key Laboratory of Management and Control for Complex System, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China
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GB/T 7714
Hong Qiao. Brain-inspired Intelligent Robotics: Theoretical Analysis and Systematic Application[J]. Machine Intelligence Research,2023,20(1):1-18.
APA Hong Qiao.(2023).Brain-inspired Intelligent Robotics: Theoretical Analysis and Systematic Application.Machine Intelligence Research,20(1),1-18.
MLA Hong Qiao."Brain-inspired Intelligent Robotics: Theoretical Analysis and Systematic Application".Machine Intelligence Research 20.1(2023):1-18.
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